Forough Mehralian
Research Scientist at Apple
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolForough Mehralian is a research scientist and software engineer who specializes in automating engineering workflows, enhancing user interactions, and embedding AI across production systems. Currently at Apple, she advances human-centered AI within Services Engineering, bridging research and scalable software delivery. At UC Irvine, she secured a $1.2M NSF grant and delivered data-driven accessibility repair and testing with 24% improvement over state-of-the-art, 86% precision in automated accessibility testing, and 99% precision in energy testing with results in about 37 ms. During her time at Candelis, Inc., she implemented the DICOMWeb standard for web-based access to DICOM data and engineered a cost-efficient archive that cut storage costs by 72.5% per GB, while also building a backend for a performance monitoring dashboard. She has pioneered LLM-based accessibility fixes and a multi-agent GUI accessibility system with 77% success, and holds a PhD in Software Engineering from UC Irvine along with degrees from Sharif University of Technology, currently based in Seattle with a decade of experience.
11 years of coding experience
6 years of employment as a software developer
University of California, IrvineHigh school, High school at FarzaneganBachelor's degree, Computer Software Engineering, Bachelor's degree, Computer Software Engineering at Sharif University of Technology
English, Persian
Github Skills (20)
keras-neural-networks7
deep-learning6
attention-mechanism6
pytorch6
mechanism5
neural-networks5
attention-model4
keras4
machine-learning2
classification2
nlp2
tensorflow2
word-embeddings1
leiningen1
text-classification1
Programming languages (1)
Github contributions (5)
fmehralian/COALA
Jun 2021 - Jul 2021
Contributions:2 releases, 13 commits, 12 pushes in 1 month
fmehralian/accessibility_broadcast_dev
Jan 2022 - Mar 2024
Development tool to enable developers to control android device accessibility via the Android Debug Bridge
Contributions:6 pushes, 1 branch in 2 years 2 months
andoridandroid-debug-bridgebridgeandroidandroid-app
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